Search Results for author: Xiao-Lin Xu

Found 3 papers, 1 papers with code

Bures Joint Distribution Alignment with Dynamic Margin for Unsupervised Domain Adaptation

no code implementations14 Mar 2022 Yong-Hui Liu, Chuan-Xian Ren, Xiao-Lin Xu, Ke-Kun Huang

Specifically, we propose a novel alignment loss term that minimizes the kernel Bures-Wasserstein distance between the joint distributions.

Contrastive Learning Transfer Learning +1

Discriminative Residual Analysis for Image Set Classification with Posture and Age Variations

1 code implementation23 Aug 2020 Chuan-Xian Ren, You-Wei Luo, Xiao-Lin Xu, Dao-Qing Dai, Hong Yan

Consequently, the crucial point of image set recognition is to mine the intrinsic connection or structural information from the image batches with variations.

General Classification Retrieval +1

A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework

no code implementations13 Mar 2020 Yifan Gong, Zheng Zhan, Zhengang Li, Wei Niu, Xiaolong Ma, Wenhao Wang, Bin Ren, Caiwen Ding, Xue Lin, Xiao-Lin Xu, Yanzhi Wang

Weight pruning of deep neural networks (DNNs) has been proposed to satisfy the limited storage and computing capability of mobile edge devices.

Model Compression Privacy Preserving

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